仓库/Skill 库

McMaster 大学地球、环境与社会学院开设的研究生课程 GEOG 712 Reproducible Research Workflow with GitHub and R 的笔记与资源。Notes and resources for graduate course GEOG 712 Reproducible Research Workflow with GitHub and R offered by the School of Earth, Environment and Society at McMaster University

🚀 掌握 prompt engineering，通过指南、示例与最佳实践优化 AI 交互，覆盖各技能水平与应用领域。🚀 Master prompt engineering to optimize AI interactions with guides, examples, and best practices for all skill levels and domains.

在研究全球干旱状况的同时实践可复现研究方法的项目A project to practice reproducible research practices while studying the state of drought around the world

介绍 𝜑-calculus 的原始论文，EO 编程语言以此为基础。The original paper introducing the 𝜑-calculus, on which the EO programming language is based

"通过可复用代码实现可复现研究" 研讨会课程材料Lesson material for Reproducible research through reusable code workshop

通过真实工作流学习实践可复现研究的 R 开放教材An open educational textbook for learning reproducible research in R through practical, real-world workflows.

CPI（消费者价格指数）与工资差距趋势的统计分析，结合数据探索、可视化与基于 R 的计量经济学方法，附有既有研究综述与可复现的工作流以便扩展分析。Statistical analysis of CPI (Consumer Price Index) and wage disparity trends, combining data exploration, visualization, and R-based econometric methods. Includes a review of prior research and a reproducible workflow for extending the analysis.

学习时记录的笔记素材。Materi yang dicatatkan saat belajar

教学用 LLM 应用teaching LLM applications

俄勒冈州立大学研究生课程 Scientific Writing 的教学材料。Teaching materials for Scientific Writing, a graduate course at Oregon State University

AI 工程路线图 2026 🚀 | 从零构建并部署 AI 应用。AI Engineering Roadmap 2026 🚀 | Build & Deploy AI Apps from Scratch

The Research Mind R Course 2026 涵盖 R 编程基础、统计分析与可视化。学习搭建 R 环境、编写函数、组织项目、执行检验（T-test、ANOVA）以及绘制图表。适合 data science 和 bioinformatics 方向。通过克隆仓库并浏览各课时即可开始。The Research Mind R Course 2026 covers R programming basics, statistical analysis, and visualization. Learn to set up R, write functions, organize projects, perform tests (T-test, ANOVA), and create plots. Ideal for data science and bioinformatics. Get started by cloning the repository and exploring the sessions.

使用 HTML 和 CSS 构建简洁、风格化的网站，配备响应式布局、导航与现代设计，提升用户参与度🌐 Build a simple, stylish website using HTML and CSS, featuring a responsive layout, navigation, and a modern design for easy user engagement.

📊 通过交互式 Jupyter Notebook 探索 A/B testing 与关键统计概念，支持动手实践与实际数据分析。📊 Explore A/B testing and key statistics concepts with an interactive Jupyter Notebook for hands-on learning and practical data analysis.

GenAI 职业路线图 2026 🚀 | AI 岗位路径与技能指南GenAI Career Roadmap 2026 🚀 | AI Job Paths & Skills Guide

中文技术与学术写作规范：控制重复限定、跨层级复述、修改痕迹、否定性冗余和难读句

配套仓库：指数族模型主动感知文献综述Companion repository to a literature review on active sensing with exponential family models

本仓库用于存放系统综述 "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail" 的全部补充材料This repository is responsible for holding all the additional materials related to the systematic literature review titled: "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail"

《从原始数据到完稿论文：构建可复现研究流水线》演讲幻灯片，用于 WHU - Otto Beisheim School of Management 博士迎新周。Slides for 'From Raw Data to Finished Paper: Building a Reproducible Research Pipeline', a Doctoral Orientation Week session at WHU - Otto Beisheim School of Management.

算数量子力学的可复现研究实验记录。Reproducible research lab book for arithmetic quantum mechanics

这是我的 ERA-V5 作业仓库。This is a repo for my assignment of ERA-V5

简介：使用机器学习与数据挖掘技术预测学业表现。技术栈：Python、机器学习、数据科学 AI 研究实验室。教育数据挖掘文献综述、数据集采集与预处理、分类算法实现、模型性能对比、学业成功影响因素分析Description: Predict academic performance using machine learning and data mining techniques Technology: Python, Machine Learning, Data Science AI Research Lab Literature review on educational data mining Dataset collection and preprocessing Implement classification algorithms Compare model performance Analyze factors affecting student success

硕士研究项目中用于统计分析与数据可视化的 R 脚本R scripts used for statistical analysis and data visualisation in my MSc research project.

提供清晰的分步指南，介绍如何在 Arch Linux 上结合 rEFInd 与 Nvidia 硬件启用带模块签名强制的 Secure Boot。Provide a clear, step-by-step guide to enable Secure Boot with module signature enforcement on Arch Linux using rEFInd and Nvidia hardware.

关于可复现 pipelines 的 capstone workshop：项目结构、环境、Make、containers 与多步 SLURM workflows。Capstone workshop on reproducible pipelines: project structure, environments, Make, containers and multi-step SLURM workflows.

Jupyter notebook 示例Example Jupyter notebook

在 Polytechnique 开设课程的相关文件（如 plan de cours）。Files related to the course given at polytechnique (eg: plan de cours)

Oaks Academy Compass 协助学生将研究问题转化为严谨、可辩护的成果，从选题到论文（dissertation/thesis）答辩提供全流程指导，覆盖社会科学、人文、管理、公共卫生与护理等多个领域。Oaks Academy Compass provides assistance to students seeking to convert research questions into rigorous, defensible work. A wholistic guide is offered from topic selection to dissertation, thesis and projects defense. Our support system cuts across diverse fields consisting of social sciences, humanities, management, public health and nursing

Markdown 学术写作工作流：一篇以 Markdown 纯文本示例论文阐述写作流程，同时作为学习与脚手架项目。Markdown Academic Writing Workflow, an example paper talking about the writing workflow with Markdown plain text file, served as a learning and a scaffolding project at the same time.

多阶段现代控制项目：非等温 CSTR 反应器的建模、分析与控制Multi-phase modern control project: modelling, analysis, and control of a non-isothermal CSTR reactor.

UC Berkeley 课程 EDUC 209（Academic Writing Support Group）的教学大纲模板与资源。该课程我开设多年，部分同行觉得有用，现以 Markdown 文件公开，便于导入 Google Docs、转换为 HTML 或跨平台编辑使用。Syllabus template and resources for my longstanding UC Berkeley course EDUC 209: Academic Writing Support Group. Some colleagues have found these useful, so here they are rendered from simple Markdown files: a human-readable filetype that you can import into Google Docs, convert into HTML files, or otherwise edit and use across various platforms.